Cybersecurity

TL;DR CTF Writeups: Vulnversity(TryHackMe)

CTF Writeup you should read BEFORE start the room

Machine Learning

How I Migrate My Data Science Blog from Pelican to Hugo

And you can too!

3 Reasons Why You Shouldn’t Worry About Math for Your Machine Learning Journey

And How to Still Achieve Success

Came across this piece talking about the current machinelearning status by Mark Saroufim.

Data Science Interview Deep Dive: Cross-Entropy Loss

What makes it the de-facto multi-class classifier loss function

Universal Approximation Theorem: Code Refactoring for Software 2.0?

A Thought Experiment

Good introductory article about Transfer Learning by Machine Learning Mastery.

MIT 6.00.1x/2x Review : A Data Scientist’s Point of View

Why All Data Scientists Not From Computer Science Background Should Take the Course

From Legoland to Neural Networks: Universal Approximation Theorem in Layman’s Terms

Finally got my hands on the fastbook. SO excited!